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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Socially Optimal Non-discriminatory Restrictions for Continuous-Action Games AAAI 2023
Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning AAAI 2023
Towards Safe and Resilient Autonomy in Multi-Robot Systems AAAI 2023
Synchronization and Diversity of Solutions AAAI 2023
The Multi-Agent Transportation Problem AAAI 2023
Better Environments for Better AI AAAI 2023
MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library JMLR 2023
F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning JMLR 2023
DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning AAAI 2023
Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games JMLR 2023
Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles AAAI 2023
Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models via Reinforcement Learning AISTATS 2023
Mediated Cheap Talk Design AAAI 2023
Networked Restless Bandits with Positive Externalities AAAI 2023
R-Pred: Two-Stage Motion Prediction Via Tube-Query Attention-Based Trajectory Refinement ICCV 2023
HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism AAAI 2023
DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning AAAI 2023
Consensus Learning for Cooperative Multi-Agent Reinforcement Learning AAAI 2023
Hierarchical Mean-Field Deep Reinforcement Learning for Large-Scale Multiagent Systems AAAI 2023
Emergent Quantized Communication AAAI 2023
Foundations of Cooperative AI AAAI 2023
Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers AAAI 2023
Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient AAAI 2023
Reward-Based Negotiating Agent Strategies AAAI 2023
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition AAAI 2023